Vincent Bouchard, Michel Marie (préface), Pour un cinéma léger et synchrone ! Invention d’un dispositif à l’Office national du film à Montréal. Villeneuve-d’Ascq, Septentrion, 2012, 284 p., 26 €
Bibliographic record
Abstract
Entre 1956 et 1964, quelques jeunes cineastes francophones recemment engages a l’Office national du film (ONF) canadien ont participe a l’avenement d’une nouvelle maniere de filmer l’espace social. Resolument contestataires dans le choix de leurs themes, qui vont de la prise en compte de la geste des oublies a la transmission des traditions des Canadiens francophones (dans le contexte de la Revolution tranquille), c’est avant tout l’adequation entre ces sujets et une maniere de filmer bien pa...
Stored with the screening record, where it is evidence for the labels above.
How this classification was reachedexpand
The three-model screen
all 5,600 screened works →All three models called this out of scope.
Book review of a film history monograph on the invention of light synchronous cinema at the National Film Board; the object is filmmaking technique and cinema history.
This is a review of a book about filmmaking history, not research practice.
Book notice/review of a cinema history volume; commentary, not study of research.
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.007 | 0.002 |
| Scholarly communication | 0.006 | 0.004 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.052 | 0.014 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".